Clema Explorer

Pick a job. See what to study.

Every U.S. occupation, matched to the degree programs that actually feed it and the schools that graduate the most people into it. Wages and outlook from BLS, graduates from IPEDS, ready to cite in your reports.

5,994
institutions
401
programs
648
occupations

648 occupations

Showing 625–648

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Transportation and Material Moving Occupations
53-4011

Locomotive Engineers

Typically needs: High school diploma or equivalent

Median pay
$81k
Grads / yr
87
Growth
+0.7%
View career
Transportation and Material Moving Occupations
53-4099

Rail Transportation Workers, All Other

Typically needs: High school diploma or equivalent

Median pay
$56k
Grads / yr
87
Growth
+3.9%
View career
Transportation and Material Moving Occupations
53-4013

Rail Yard Engineers, Dinkey Operators, and Hostlers

Typically needs: High school diploma or equivalent

Median pay
$61k
Grads / yr
87
Growth
+0.3%
View career
Transportation and Material Moving Occupations
53-4022

Railroad Brake, Signal, and Switch Operators and Locomotive Firers

Typically needs: High school diploma or equivalent

Median pay
$69k
Grads / yr
87
Growth
+1.0%
View career
Transportation and Material Moving Occupations
53-4031

Railroad Conductors and Yardmasters

Typically needs: High school diploma or equivalent

Median pay
$78k
Grads / yr
87
Growth
+1.1%
View career
Construction and Extraction Occupations
47-2181

Roofers

Typically needs: No formal educational credential

Median pay
$55k
Grads / yr
42
Growth
+5.9%
View career
Transportation and Material Moving Occupations
53-4041

Subway and Streetcar Operators

Typically needs: High school diploma or equivalent

Median pay
$86k
Grads / yr
87
Growth
+3.4%
View career
Construction and Extraction Occupations
47-2131

Insulation Workers, Floor, Ceiling, and Wall

Typically needs: No formal educational credential

Median pay
$49k
Grads / yr
35
Growth
+3.8%
View career
Construction and Extraction Occupations
47-2132

Insulation Workers, Mechanical

Typically needs: High school diploma or equivalent

Median pay
$58k
Grads / yr
35
Growth
+4.7%
View career
Installation, Maintenance, and Repair Occupations
49-3092

Recreational Vehicle Service Technicians

Typically needs: High school diploma or equivalent

Median pay
$52k
Grads / yr
25
Growth
+11.5%
View career
Construction and Extraction Occupations
47-2141

Painters, Construction and Maintenance

Typically needs: No formal educational credential

Median pay
$49k
Grads / yr
29
Growth
+3.8%
View career
Construction and Extraction Occupations
47-2142

Paperhangers

Typically needs: No formal educational credential

Median pay
$52k
Grads / yr
29
Growth
+5.3%
View career
Installation, Maintenance, and Repair Occupations
49-3091

Bicycle Repairers

Typically needs: High school diploma or equivalent

Median pay
$43k
Grads / yr
9
Growth
-2.3%
View career
Management Occupations
11-9071

Gambling Managers

Typically needs: High school diploma or equivalent

Median pay
$93k
Grads / yr
16
Growth
+1.2%
View career
Installation, Maintenance, and Repair Occupations
49-9061

Camera and Photographic Equipment Repairers

Typically needs: High school diploma or equivalent

Median pay
$53k
Grads / yr
12
Growth
-15.1%
View career
Construction and Extraction Occupations
47-2121

Glaziers

Typically needs: High school diploma or equivalent

Median pay
$57k
Grads / yr
11
Growth
+3.3%
View career
Construction and Extraction Occupations
47-2041

Carpet Installers

Typically needs: No formal educational credential

Median pay
$50k
Grads / yr
30
Growth
-9.6%
View career
Construction and Extraction Occupations
47-2042

Floor Layers

Typically needs: No formal educational credential

Median pay
$56k
Grads / yr
30
Growth
+9.5%
View career
Construction and Extraction Occupations
47-2043

Floor Sanders and Finishers

Typically needs: No formal educational credential

Median pay
$50k
Grads / yr
30
Growth
+2.6%
View career
Construction and Extraction Occupations
47-2221

Structural Iron and Steel Workers

Typically needs: High school diploma or equivalent

Median pay
$63k
Grads / yr
5
Growth
+4.4%
View career
Construction and Extraction Occupations
47-2053

Terrazzo Workers and Finishers

Typically needs: High school diploma or equivalent

Median pay
$76k
Grads / yr
30
Growth
-11.1%
View career
Healthcare Practitioners and Technical Occupations
29-2092

Hearing Aid Specialists

Typically needs: High school diploma or equivalent

Median pay
$65k
Grads / yr
4
Growth
+18.4%
View career
Construction and Extraction Occupations
47-5011

Derrick Operators, Oil and Gas

Typically needs: No formal educational credential

Median pay
$59k
Grads / yr
7
Growth
+0.5%
View career
Construction and Extraction Occupations
47-5012

Rotary Drill Operators, Oil and Gas

Typically needs: No formal educational credential

Median pay
$68k
Grads / yr
7
Growth
+0.2%
View career
Largest degree pipeline

Jobs the most graduates are trained for

Graduates per year, divided across every occupation a major feeds, so the comparison across careers is fair.

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Or jump straight to a group, an education level, or a state

Frequently asked questions

What does each occupation page show?+

Each occupation page lists the college programs that lead to that job, ranked by how many people graduate from them each year, the schools that graduate the most, what the job pays nationally and by state, and its ten-year job outlook. Figures come from IPEDS, the Bureau of Labor Statistics, the College Scorecard, and O*NET.

How are programs ranked on an occupation page?+

By graduates per year, from IPEDS completions. No federal dataset publishes enrollment by program, so degrees awarded per year is the closest available measure of how many people a program actually puts into a career. It is not the same as students currently enrolled.

What is the difference between the wage figures and the graduate earnings figures?+

The wage figures are BLS Occupational Employment and Wage Statistics: what people already working in the occupation earn. The graduate earnings column in the programs table is College Scorecard field-of-study data: what people who finished that specific program earn one year after graduating. They measure different populations and are labelled separately on every page.

How do you decide which majors lead to which jobs?+

From the official NCES CIP 2020 to SOC 2018 crosswalk, the federal mapping between instructional programs and occupations. Every occupation page lists the full crosswalk, including the majors that reported no graduates, so you can see exactly what was counted.

Can I compare an occupation across states?+

Yes. Every one of the 648 occupations has a state-by-state view covering all 50 states and the District of Columbia, with in-state pay, job counts, job concentration, and the schools in that state that train for it.

Is the occupation data free to access?+

Yes. Every occupation page on Clema, including wages and the programs that lead to it, is free to view and needs no account.

Data: BLS OEWS May 2025 · IPEDS Fall 2025–26 provisional · College Scorecard (June 2026 release) · Census PSEO 2019–21 cohorts. Rankings use IPEDS completions, i.e. degrees awarded per year. Wages are what people already working in the occupation earn. All sources & release dates →

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